You may want to think about a place to stay that offers an outdoor pool if you're planning to visit Shangniuzhai in the hottest months of July, August, or September when the average temperature is 78°F. Lodging offering an indoor pool may be the way to go if you visit during the coldest months of January, December, or February when the average temperature is 48°F.